opencv学习之路（33）SIFT特征点提取

Posted 2020-10-09 进击的小猴子

一、简介

二、OpenCV中的SIFT算法接口

 

#include "opencv2/opencv.hpp"
#include <opencv2/nonfree/nonfree.hpp>//SIFT
#include <vector>
#include<iostream>
using namespace std;
using namespace cv;

void main()
{     
    Mat srcImg1 = imread("E://00.jpg");
    Mat srcImg2 = imread("E://01.jpg");
    //定义SIFT特征检测类对象
    SiftFeatureDetector siftDetector;//SIFT=SiftFeatureDetector=SiftDescriptorExtractor    别名//定义KeyPoint变量
    vector<KeyPoint>keyPoints1;
    vector<KeyPoint>keyPoints2;
    //特征点检测
    siftDetector.detect(srcImg1, keyPoints1);
    siftDetector.detect(srcImg2, keyPoints2);
    //绘制特征点(关键点)
    Mat feature_pic1, feature_pic2;
    //drawKeypoints(srcImg1, keyPoints1, feature_pic1, Scalar(0, 0, 255));
    drawKeypoints(srcImg2, keyPoints2, feature_pic2, Scalar(0, 0, 255));
    drawKeypoints(srcImg1, keyPoints1, feature_pic1, Scalar::all(-1), DrawMatchesFlags::DRAW_RICH_KEYPOINTS);//颜色随机，带有方向
    //drawKeypoints(srcImg2, keyPoints2, feature_pic2, Scalar::all(-1), DrawMatchesFlags::DRAW_RICH_KEYPOINTS);
    //显示原图
    imshow("src1", srcImg1);
    imshow("src2", srcImg2);
    //显示结果
    imshow("feature1", feature_pic1);
    imshow("feature2", feature_pic2);

    waitKey(0);
}